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MultiMedia Modeling

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Cover of 'MultiMedia Modeling'

Table of Contents

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    Book Overview
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    Chapter 1 A Markov Network Based Passage Retrieval Method for Multimodal Question Answering in the Cultural Heritage Domain
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    Chapter 2 A Method of Weather Radar Echo Extrapolation Based on Convolutional Neural Networks
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    Chapter 3 A Motion-Driven Approach for Fine-Grained Temporal Segmentation of User-Generated Videos
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    Chapter 4 A Novel 3D Human Action Recognition Framework for Video Content Analysis
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    Chapter 5 Adaptive Image Representation Using Information Gain and Saliency: Application to Cultural Heritage Datasets
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    Chapter 6 AGO: Accelerating Global Optimization for Accurate Stereo Matching
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    Chapter 7 An RNN-Based Speech-Music Discrimination Used for Hybrid Audio Coder
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    Chapter 8 Co-occurrent Structural Edge Detection for Color-Guided Depth Map Super-Resolution
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    Chapter 9 Collision-Free LSTM for Human Trajectory Prediction
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    Chapter 10 Convolution with Logarithmic Filter Groups for Efficient Shallow CNN
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    Chapter 11 Cost-Sensitive Deep Metric Learning for Fine-Grained Image Classification
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    Chapter 12 Crowd Distribution Estimation with Multi-scale Recursive Convolutional Neural Network
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    Chapter 13 Deep Convolutional Neural Network for Correlating Images and Sentences
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    Chapter 14 Deep Pedestrian Detection Using Contextual Information and Multi-level Features
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    Chapter 15 Dual-Way Guided Depth Image Inpainting with RGBD Image Pairs
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    Chapter 16 Efficient and Interactive Spatial-Semantic Image Retrieval
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    Chapter 17 Evaluation of Visual Content Descriptors for Supporting Ad-Hoc Video Search Tasks at the Video Browser Showdown
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    Chapter 18 Find Me a Sky: A Data-Driven Method for Color-Consistent Sky Search and Replacement
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    Chapter 19 Font Recognition in Natural Images via Transfer Learning
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    Chapter 20 Frame-Based Classification of Operation Phases in Cataract Surgery Videos
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    Chapter 21 High-Precision 3D Coarse Registration Using RANSAC and Randomly-Picked Rejections
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    Chapter 22 Image Aesthetic Distribution Prediction with Fully Convolutional Network
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    Chapter 23 Improving the Quality of Video-to-Language Models by Optimizing Annotation of the Training Material
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    Chapter 24 Iterative Active Classification of Large Image Collection
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    Chapter 25 Learning to Index in Large-Scale Datasets
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    Chapter 26 Light Field Foreground Matting Based on Defocus and Correspondence
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    Chapter 27 LOCO: Local Context Based Faster R-CNN for Small Traffic Sign Detection
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    Chapter 28 Multi-hypothesis-Based Error Concealment for Whole Frame Loss in HEVC
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    Chapter 29 Multi-stream Fusion Model for Social Relation Recognition from Videos
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    Chapter 30 Multimodal Augmented Reality – Augmenting Auditory-Tactile Feedback to Change the Perception of Thickness
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    Chapter 31 Parameter Selection for Denoising Algorithms Using NR-IQA with CNN
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    Chapter 32 Real-Time Polyps Segmentation for Colonoscopy Video Frames Using Compressed Fully Convolutional Network
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    Chapter 33 Recursive Pyramid Network with Joint Attention for Cross-Media Retrieval
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    Chapter 34 Reinforcing Pedestrian Parsing on Small Scale Dataset
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    Chapter 35 Remote Sensing Image Fusion Based on Two-Stream Fusion Network
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    Chapter 36 REVT: Robust and Efficient Visual Tracking by Region-Convolutional Regression Network
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    Chapter 37 Shallow-Water Image Enhancement Using Relative Global Histogram Stretching Based on Adaptive Parameter Acquisition
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    Chapter 38 Spatiotemporal 3D Models of Aging Fruit from Multi-view Time-Lapse Videos
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    Chapter 39 Stitch-Based Image Stylization for Thread Art Using Sparse Modeling
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    Chapter 40 Teacher and Student Joint Learning for Compact Facial Landmark Detection Network
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    Chapter 41 Text Image Deblurring via Intensity Extremums Prior
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    Chapter 42 The CAMETRON Lecture Recording System: High Quality Video Recording and Editing with Minimal Human Supervision
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    Chapter 43 Towards Demographic-Based Photographic Aesthetics Prediction for Portraitures
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    Chapter 44 Triplet Convolutional Network for Music Version Identification
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    Chapter 45 Two-Level Segment-Based Bitrate Control for Live ABR Streaming
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    Chapter 46 Uyghur Text Localization with Fast Component Detection
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    Chapter 47 Approaches for Event Segmentation of Visual Lifelog Data
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    Chapter 48 Category Specific Post Popularity Prediction
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    Chapter 49 Image Aesthetics and Content in Selecting Memorable Keyframes from Lifelogs
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    Chapter 50 On the Traceability of Results from Deep Learning-Based Cloud Services
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    Chapter 51 Rethinking Summarization and Storytelling for Modern Social Multimedia
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Title
MultiMedia Modeling
Published by
Springer, Cham, January 2018
DOI 10.1007/978-3-319-73603-7
ISBNs
978-3-31-973602-0, 978-3-31-973603-7
Editors

Klaus Schoeffmann, Thanarat H. Chalidabhongse, Chong Wah Ngo, Supavadee Aramvith, Noel E. O’Connor, Yo-Sung Ho, Moncef Gabbouj, Ahmed Elgammal

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The data shown below were collected from the profiles of 6 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 164 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 164 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 1 <1%
Student > Master 1 <1%
Unknown 162 99%
Readers by discipline Count As %
Computer Science 2 1%
Unknown 162 99%